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Comparison · Analytics
Holistics vs OpenPanel
A side-by-side editorial comparison of Holistics and OpenPanel — release velocity, themes, recent moves, and the top alternatives to consider.
Holistics vs OpenPanel: at a glance
What is Holistics?
Holistics is pulling analysis out of Explore and onto the dashboard itself.
In one week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics for AI spend. Since then it has reworked AI dashboard building in Reporting, added an HTML layout beta, and let viewers add reference lines and trend lines to dashboard charts without opening the Explore modal.
What is OpenPanel?
OpenPanel's tracked releases are maintenance: a saved-report fix and a CI Node bump.
The three tracked OpenPanel releases carry no new analytics features. The most recent fixes saved reports so they keep their filter type and cohort ids when reloaded. The other two tags publish the same commit, which moves CI to Node 22.20.0 to match the runtime Docker images after undici 8 broke two test suites on Node 20.
Holistics vs OpenPanel: editorial side-by-side
Holistics
7.5ANALYTICS
Holistics is pulling analysis out of Explore and onto the dashboard itself.
◆ Current state
In one week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics for AI spend. Since then it has reworked AI dashboard building in Reporting, added an HTML layout beta, and let viewers add reference lines and trend lines to dashboard charts without opening the Explore modal.
◆ Where it's heading
The product is moving from AI as a chat assistant toward AI as recurring work inside BI, with cost monitoring added because usage is expected to grow. In parallel the dashboard is becoming the working surface rather than a read-only output: chart state is remembered, filters persist in URLs, layouts open up to HTML, and lightweight analysis happens in place.
◆ Prediction
The Analyze menu now holds reference lines and trend lines, and the release calls trend lines "the next analysis", so more in-dashboard analyses (forecasts or comparisons) are likely to follow. AI Tasks should gain delivery targets and further cost controls.
OpenPanel
2.5ANALYTICS
OpenPanel's tracked releases are maintenance: a saved-report fix and a CI Node bump.
◆ Current state
The three tracked OpenPanel releases carry no new analytics features. The most recent fixes saved reports so they keep their filter type and cohort ids when reloaded. The other two tags publish the same commit, which moves CI to Node 22.20.0 to match the runtime Docker images after undici 8 broke two test suites on Node 20.
◆ Where it's heading
The visible work is about keeping the self-hosted build and the hosted product in step: CI now runs the same Node version as the shipped images, and saved-report state is being made reliable. Three entries are too thin a record to show where the feature roadmap is going.
◆ Prediction
The entries don't show a feature direction, so the next move is unclear; more self-hosting and report-persistence fixes are the only pattern visible so far.
Alternatives to Holistics and OpenPanel
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Holistics or OpenPanel.
Snowplow
Snowplow's tracked releases are loader and tracker version bumps with no notes.
Tinybird
Tinybird's weekly drop turns to admin controls: bulk member removal and cluster logs.
OpenHouse
OpenHouse makes its commit-driven optimizer production-ready: indexes, bin-packing, metrics.
Fulcrum
Fulcrum keeps sanding down Photo FastFill while its AI bets stay in Alpha.
Chord
Chord's AI assistant is becoming a persistent knowledge layer for ecommerce analytics.
See all Holistics alternatives → · See all OpenPanel alternatives →
Recent activity from Holistics and OpenPanel
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoHolisticsð Add reference lines to charts directly in dashboards
- 1d agoHolisticsð Add trend lines to charts directly in dashboards
- 2d agoHolistics𧩠[Beta] HTML Layout for dashboards
- 4d agoHolisticsâ¡ï¸ AI dashboard building in Reporting, with a better build experience
- 8d agoHolisticsð Switch chart types without losing your work
- 9d agoHolisticsð° See where your AI spend is going with Cost Analytics
- 11d agoOpenPanelSaved reports keep their filter type and cohort ids
- 1mo agoOpenPanelSelf-hosting build: CI moves to Node 22.20.0
- 1mo agoOpenPanelv2.3.0: CI moves to Node 22.20.0
Frequently asked questions
What is the difference between Holistics and OpenPanel?
They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 7.5 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Holistics better than OpenPanel?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 7.5 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Holistics?
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.
What are the best alternatives to OpenPanel?
Top OpenPanel alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenPanel alternatives" section above for the current picks, or visit /alternatives/openpanel for the full list with editorial commentary on each.